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Elvira Amador-Domínguez

Elvira Amador

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affiliation: Universidad Politécnica de Madrid, Spain

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Books and Theses

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2022
[b1]
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Elvira Amador-Domínguez:
Methods for Knowledge-Based Systems and Deep Learning Integration. Technical University of Madrid, Spain, 2022

Journal Articles

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2024
[j6]
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Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique:
Neurosymbolic system profiling: A template-based approach. Knowl. Based Syst. 287: 111441 (2024)
2023
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Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique:
GEnI: A framework for the generation of explanations and insights of knowledge graph embedding predictions. Neurocomputing 521: 199-212 (2023)
2021
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Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique:
A hierarchical multi-agent architecture based on virtual identities to explain black-box personalization policies. Expert Syst. Appl. 186: 115731 (2021)
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Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique, Javier Bajo:
A Case-Based Reasoning Model Powered by Deep Learning for Radiology Report Recommendation. Int. J. Interact. Multim. Artif. Intell. 7(2): 15 (2021)
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Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique, Patrick Hohenecker, Thomas Lukasiewicz:
An ontology-based deep learning approach for triple classification with out-of-knowledge-base entities. Inf. Sci. 564: 85-102 (2021)
2019
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Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique, Juan F. De Paz:
Prediction and Decision-Making in Intelligent Environments Supported by Knowledge Graphs, A Systematic Review. Sensors 19(8): 1774 (2019)

Conference and Workshop Papers

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2019
[c3]
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Elvira Amador-Domínguez, Patrick Hohenecker, Thomas Lukasiewicz, Daniel Manrique, Emilio Serrano:
An Ontology-Based Deep Learning Approach for Knowledge Graph Completion with Fresh Entities. DCAI 2019: 125-133
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Elvira Amador-Domínguez, Emilio Serrano, Juan David Mateos-Nobre, Alfredo Ayala-Muñoz:
An Intelligent and Autoadaptive System of Virtual Identities Based on Deep Learning for the Analysis of Online Advertising Networks. PAAMS (Workshops) 2019: 302-309
2017
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Elvira Amador, Roberto Valle, José Miguel Buenaposada, Luis Baumela:
Benchmarking Head Pose Estimation in-the-Wild. CIARP 2017: 45-52

Informal and Other Publications

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2020
[i1]
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Carlos Badenes-Olmedo, David Chaves-Fraga, María Poveda-Villalón, Ana Iglesias-Molina, Pablo Calleja, Socorro Bernardos, Patricia Martín-Chozas, Alba Fernández-Izquierdo, Elvira Amador-Domínguez, Paola Espinoza-Arias, Luis Pozo-Gilo, Edna Ruckhaus, Esteban González-Guardia, Raquel Cedazo, Beatriz López-Centeno, Óscar Corcho:
Drugs4Covid: Drug-driven Knowledge Exploitation based on Scientific Publications. CoRR abs/2012.01953 (2020)

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